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辣椒耐热性的遗传分析:综合表型分析和QTL定位的见解

Genetic analysis of heat tolerance in hot pepper: insights from comprehensive phenotyping and QTL mapping.

作者信息

Ts Aruna, Srivastava Arpita, Tomar Bhoopal Singh, Behera Tusar Kanti, Krishna Hari, Jain Pradeep Kumar, Pandey Renu, Singh Bhupinder, Gupta Ruchi, Mangal Manisha

机构信息

Division of Vegetable Science, Indian Agricultural Research Institute, Indian Council of Agricultural Research (ICAR), New Delhi, India.

Indian Council of Agricultural Research-Indian Institute of Vegetable Research (IIVR), Indian Council of Agricultural Research (ICAR), Varanasi, India.

出版信息

Front Plant Sci. 2023 Aug 25;14:1232800. doi: 10.3389/fpls.2023.1232800. eCollection 2023.

Abstract

High temperatures present a formidable challenge to the cultivation of hot pepper, profoundly impacting not only vegetative growth but also leading to flower and fruit abscission, thereby causing a significant reduction in yield. To unravel the intricate genetic mechanisms governing heat tolerance in hot pepper, an F population was developed through the crossing of two distinct genotypes exhibiting contrasting heat tolerance characteristics: DLS-161-1 (heat tolerant) and DChBL-240 (heat susceptible). The F population, along with the parental lines, was subjected to comprehensive phenotyping encompassing diverse morphological, physiological, and biochemical heat-related traits under high temperature conditions (with maximum temperature ranging from 31 to 46.5°C and minimum temperature from 15.4 to 30.5°C). Leveraging the Illumina Nova Seq-6000 platform, Double digest restriction-site associated DNA sequencing (ddRAD-seq) was employed to generate 67.215 Gb data, with subsequent alignment of 218.93 million processed reads against the reference genome of . Subsequent variant calling and ordering resulted in 5806 polymorphic SNP markers grouped into 12 LGs. Further QTL analysis identified 64 QTLs with LOD values ranging from 2.517 to 11.170 and explained phenotypic variance ranging from 4.05 to 19.39%. Among them, 21 QTLs, explaining more than 10% phenotypic variance, were identified as major QTLs controlling 9 morphological, 3 physiological, and 2 biochemical traits. Interestingly, several QTLs governing distinct parameters were found to be colocalized, suggesting either a profound correlation between the QTLs regulating these traits or their significant genomic proximity. In addition to the QTLs, we also identified 368380 SSR loci within the identified QTL regions, dinucleotides being the most abundant type (211,381). These findings provide valuable insights into the genetics of heat tolerance in hot peppers. The identified QTLs and SSR markers offer opportunities to develop heat-tolerant varieties, ensuring better crop performance under high-temperature conditions.

摘要

高温对辣椒种植构成了巨大挑战,不仅对营养生长产生深远影响,还会导致落花落果,从而使产量大幅降低。为了揭示辣椒耐热性的复杂遗传机制,通过将两种具有不同耐热特性的不同基因型进行杂交,培育了一个F群体:DLS - 161 - 1(耐热)和DChBL - 240(热敏感)。F群体及其亲本系在高温条件下(最高温度范围为31至46.5°C,最低温度为15.4至30.5°C)接受了全面的表型分析,包括各种形态、生理和生化热相关性状。利用Illumina Nova Seq - 6000平台,采用双酶切限制性位点关联DNA测序(ddRAD - seq)生成了67.215 Gb数据,随后将2.1893亿条处理后的 reads与参考基因组进行比对。随后的变异检测和排序产生了5806个多态性SNP标记,分为12个连锁群(LGs)。进一步的QTL分析确定了64个QTL,其LOD值范围为2.517至11.170,解释的表型变异范围为4.05至19.39%。其中,21个QTL解释了超过10%的表型变异,被确定为控制9个形态、3个生理和2个生化性状的主要QTL。有趣的是,发现几个控制不同参数的QTL共定位,这表明调节这些性状的QTL之间存在深刻的相关性或它们在基因组上的显著接近性。除了QTL,我们还在确定的QTL区域内鉴定了368380个SSR位点,二核苷酸是最丰富的类型(211381个)。这些发现为辣椒耐热性的遗传学提供了有价值的见解。所确定的QTL和SSR标记为培育耐热品种提供了机会,确保在高温条件下有更好的作物表现。

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